Dataset card for release 2026-10
Browse files
README.md
CHANGED
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@@ -27,6 +27,10 @@ configs:
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data_files:
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- split: release_2026_10
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path: "release=2026-10/provider_set/*.parquet"
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- config_name: provider_group
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data_files:
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- split: release_2026_10
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@@ -45,18 +49,19 @@ configs:
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Every in-network rate Cigna published under the Transparency in Coverage rule, parsed, deduplicated across files and stored as Parquet. Part of RateCommons, a free public dataset of negotiated health care prices. Code: https://github.com/Harshu-Pande/ratecommons
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Release `2026-10`: 124 source files, 304,
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## Tables
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| Table | Rows | What it holds |
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| --- | ---: | --- |
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| `rate_fact` | 304,
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| `network_set` | 13,
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| `network` | 124 | One row per derived network: distinct file content (size and gzip trailer). |
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| `source_file` | 124 | One row per source file: name, URL, size, gzip fingerprint, header, counts, parser flags, and its `network_id`. |
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| `code` | 116,566 | Billing codes as published (type, version, code, arrangement), keyed by `code_id`. Descriptor text is withheld where it is licensed (see below). |
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| `provider_set` | 1,659,
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| `provider_group` | 664,715 | `pg_id` -> TIN (type, normalized value, raw values) and sorted NPI list; `tin_wide` when the file lists NPI 0 (the whole TIN). Business names are hints only. |
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| `price_list` | 28,290,701 | `pl_id` -> the price terms (`pt_ids`) of one negotiated_prices list. |
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| `price_term` | 9,390,706 | `pt_id` -> one negotiated price: type, amount (`rate_e4` = dollars x 10,000, plus `rate_raw` exactly as published), billing class, setting, service codes, modifiers, expiration date, additional information, parsed revenue-code ranges and flags. |
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@@ -67,7 +72,7 @@ IDs are content hashes (xxh3-128 over a canonical encoding of the values), so th
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```
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rate_fact -> code (code_id)
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-> provider_set (ps_id) -> provider_group (pg_ids)
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-> price_list (pl_id) -> price_term (pt_ids)
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-> network_set (ns_id) -> network / source_file (network_ids)
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```
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```sql
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INSTALL httpfs; LOAD httpfs;
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CREATE VIEW fact AS SELECT * FROM 'hf://datasets/ratecommons/cigna/release=2026-10/rate_fact/*.parquet';
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CREATE VIEW ps AS SELECT ps_id, unnest(pg_ids) AS pg_id
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CREATE VIEW pg AS SELECT * FROM 'hf://datasets/ratecommons/cigna/release=2026-10/provider_group.parquet';
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CREATE VIEW pl AS SELECT pl_id, unnest(pt_ids) AS pt_id FROM 'hf://datasets/ratecommons/cigna/release=2026-10/price_list/*.parquet';
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CREATE VIEW pt AS SELECT * FROM 'hf://datasets/ratecommons/cigna/release=2026-10/price_term/*.parquet';
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data_files:
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- split: release_2026_10
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path: "release=2026-10/provider_set/*.parquet"
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- config_name: provider_list
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data_files:
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- split: release_2026_10
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path: "release=2026-10/provider_list/*.parquet"
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- config_name: provider_group
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data_files:
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- split: release_2026_10
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Every in-network rate Cigna published under the Transparency in Coverage rule, parsed, deduplicated across files and stored as Parquet. Part of RateCommons, a free public dataset of negotiated health care prices. Code: https://github.com/Harshu-Pande/ratecommons
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Release `2026-10`: 124 source files, 304,777,863 distinct rate facts from 1,928,514,784 published rate rows, 9.6 GB.
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## Tables
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| Table | Rows | What it holds |
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| --- | ---: | --- |
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| `rate_fact` | 304,777,863 | One row per distinct rate fact: a billing code, a provider set and a price list, with the set of networks it appears in (`ns_id`). Sorted by code. 16 parts by billing code. |
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| `network_set` | 13,826 | `ns_id` -> the sorted list of `network_id`s sharing those facts. One file per `rate_fact` part, so a set can repeat across files. |
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| `network` | 124 | One row per derived network: distinct file content (size and gzip trailer). |
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| `source_file` | 124 | One row per source file: name, URL, size, gzip fingerprint, header, counts, parser flags, and its `network_id`. |
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| `code` | 116,566 | Billing codes as published (type, version, code, arrangement), keyed by `code_id`. Descriptor text is withheld where it is licensed (see below). |
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| `provider_set` | 1,659,804 | `ps_id` -> the provider lists (`pli_ids`) a rate applies to. Its ID is the hash of the flattened, sorted group list. |
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| `provider_list` | 130,324 | `pli_id` -> the provider groups (`pg_ids`) of one provider reference as published. |
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| `provider_group` | 664,715 | `pg_id` -> TIN (type, normalized value, raw values) and sorted NPI list; `tin_wide` when the file lists NPI 0 (the whole TIN). Business names are hints only. |
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| `price_list` | 28,290,701 | `pl_id` -> the price terms (`pt_ids`) of one negotiated_prices list. |
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| `price_term` | 9,390,706 | `pt_id` -> one negotiated price: type, amount (`rate_e4` = dollars x 10,000, plus `rate_raw` exactly as published), billing class, setting, service codes, modifiers, expiration date, additional information, parsed revenue-code ranges and flags. |
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```
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rate_fact -> code (code_id)
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-> provider_set (ps_id) -> provider_list (pli_ids) -> provider_group (pg_ids)
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-> price_list (pl_id) -> price_term (pt_ids)
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-> network_set (ns_id) -> network / source_file (network_ids)
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```
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```sql
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INSTALL httpfs; LOAD httpfs;
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CREATE VIEW fact AS SELECT * FROM 'hf://datasets/ratecommons/cigna/release=2026-10/rate_fact/*.parquet';
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CREATE VIEW ps AS SELECT DISTINCT s.ps_id, unnest(l.pg_ids) AS pg_id
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FROM (SELECT ps_id, unnest(pli_ids) AS pli_id FROM 'hf://datasets/ratecommons/cigna/release=2026-10/provider_set/*.parquet') s
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JOIN 'hf://datasets/ratecommons/cigna/release=2026-10/provider_list/*.parquet' l USING (pli_id);
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CREATE VIEW pg AS SELECT * FROM 'hf://datasets/ratecommons/cigna/release=2026-10/provider_group.parquet';
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CREATE VIEW pl AS SELECT pl_id, unnest(pt_ids) AS pt_id FROM 'hf://datasets/ratecommons/cigna/release=2026-10/price_list/*.parquet';
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CREATE VIEW pt AS SELECT * FROM 'hf://datasets/ratecommons/cigna/release=2026-10/price_term/*.parquet';
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